Too often organizations start with PPE instead of eliminating hazards at the source. Applying the Hierarchy of Controls in the correct order is key to sustainable risk reduction and safer workplaces.

The Guidelines emphasize visibility and operational dependency, requiring institutions to identify where AI is embedded and how core workflows rely on it. Materiality drives proportional oversight ...